FT-ZHOU-ZZZ / CMTAView external linksLinks
Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"
☆63Apr 21, 2024Updated last year
Alternatives and similar repositories for CMTA
Users that are interested in CMTA are comparing it to the libraries listed below
Sorting:
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆85Dec 24, 2024Updated last year
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆160Nov 19, 2024Updated last year
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆235Mar 11, 2022Updated 3 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆109Dec 16, 2025Updated last month
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆78May 5, 2024Updated last year
- ☆30Mar 15, 2024Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆134Sep 19, 2025Updated 4 months ago
- Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer☆20Feb 28, 2024Updated last year
- ☆56May 18, 2023Updated 2 years ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆88Mar 20, 2025Updated 10 months ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Nov 4, 2023Updated 2 years ago
- [ICLR 2025] Stem: Gene Expression Inference from Histology Images☆46Apr 15, 2025Updated 10 months ago
- Hierarchical Deep Multiple Instance Learning☆11Jun 30, 2023Updated 2 years ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Oct 11, 2023Updated 2 years ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆91Jan 7, 2026Updated last month
- ☆30Aug 18, 2023Updated 2 years ago
- [NeurIPS'24] Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement - NeurIPS 2…☆15Nov 19, 2024Updated last year
- Repository for Mixture of Multimodal Experts☆47Aug 3, 2024Updated last year
- [CVPR 2025] Implementation of "Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder"☆17Feb 3, 2026Updated last week
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆234Feb 7, 2023Updated 3 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆161May 14, 2024Updated last year
- Multimodal prototyping for cancer survival prediction - ICML 2024☆113Feb 22, 2025Updated 11 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Apr 24, 2024Updated last year
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆65May 5, 2025Updated 9 months ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆110Apr 22, 2025Updated 9 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆90Apr 16, 2024Updated last year
- ☆78May 13, 2025Updated 9 months ago
- Pytorch implementation for H2GT (ICME 2024)☆17Oct 29, 2024Updated last year
- SI-MIL☆35Jan 3, 2025Updated last year
- ☆11Dec 30, 2024Updated last year
- Open source tools for computational pathology - Nature BME☆1,607Apr 14, 2025Updated 10 months ago
- Joint Modelling Histology and Molecular Markers for Glioma Classification☆12Jun 4, 2025Updated 8 months ago
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆34Jul 2, 2023Updated 2 years ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆113Oct 15, 2024Updated last year
- ☆173Nov 11, 2023Updated 2 years ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆20Mar 13, 2024Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆147Feb 22, 2025Updated 11 months ago
- ☆48May 19, 2025Updated 8 months ago
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆461May 3, 2024Updated last year